
Openpit mine scale classification

Land use classification of openpit mine based on multiscale
2022年2月14日 We establish a set of methods for extracting the land occupation elements of openpit mining production from the highresolution images in remote sensing by combining a multiscale segmentation algorithm with a tree model classifier, making the extracted image With the Jingxiang phosphorus mining area in Jingmen Hubei Province as the Download PDFOver recent decades, finescale land use and land cover classification in openpit mine areas (LCCMA) has become very important for understanding the influence of mining activities on A Review of FineScale Land Use and Land Cover Classification in 2017年12月22日 Over recent decades, finescale land use and land cover classification in openpit mine areas (LCCMA) has become very important for understanding the influence of mining activities on theA Review of FineScale Land Use and Land Cover
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Fine Land Cover Classification in an Open Pit Mining
Our previous research show that it is challenging to achieve higher accuracy for fine land cover classification in an open pit mining area (LCCOM), because of four specific features: significant threedimensional terrain, strong temporalspatial 2022年2月14日 With the Jingxiang phosphorus mining area in Jingmen Hubei Province as the studied area, this paper uses a multiscale segmentation algorithm to extract largescale main characteristicLand use classification of openpit mine based on multi 2022年2月14日 With the Jingxiang phosphorus mining area in Jingmen Hubei Province as the studied area, this paper uses a multiscale segmentation algorithm to extract largescale main Land use classification of openpit mine based on multiscaleWith the Jingxiang phosphorus mining area in Jingmen Hubei Province as the studied area, this paper uses a multiscale segmentation algorithm to extract largescale main characteristic Land use classification of openpit mine based on multiscale

Mapping openpit mining area in complex mining and mixed land
2024年5月1日 To map the openpit mines in areas with complex land cover and mining activity distribution, this work takes Shanxi as the research area, successfully mapped openpit mining 2022年2月14日 We establish a set of methods for extracting the land occupation elements of openpit mining production from the highresolution images in remote sensing by combining a Land use classification of openpit mine based on multiscale 2017年12月22日 Over recent decades, finescale land use and land cover classification in openpit mine areas (LCCMA) has become very important for understanding the influence of mining activities on the regional A Review of FineScale Land Use and Land Cover 2017年10月23日 Rock mass classification systems are commonly used to evaluate the likelihood of instability in mining environments Most frequently used classification systems are the rock mass rating (RMR), geological strength index (GSI), and the Qsystem These methods are used widespread among geotechnical engineers as one practical way to assess quality of the Slope stability assessment of an open pit mine using three
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A Review of FineScale Land Use and Land Cover Classification in Open
This research analyzes and proposes classification thematic resolution for LCCMA, and discusses three key scientific issues that limit the accuracy of L CCMA Over recent decades, finescale land use and land cover classification in openpit mine areas (LCCMA) has become very important for understanding the influence of mining activities on the regional geoenvironment, and for 2024年10月15日 Scientific Reports Deep and shallow feature fusion framework for remote sensing open pit coal mine scene recognition Skip to main content Thank you for visiting natureDeep and shallow feature fusion framework for remote sensing open pit Postclassification comparison is an important tool for detecting land cover changes in openpit mines, which is helpful for mine planning and management(2) Therefore, as basic components for postclassification comparison, highprecision land cover classification (LCC) mapping for openpit mines is an important problemFeature Selection Method for Openpit Mine Land Cover Classification 2018年1月1日 To improve landuse management of open pit mining enterprises, the characteristics of transportless technological schemes for several coal seams strata surface mining are highlighted and observed(PDF) GeoEnvironmental Problems of Open Pit Mining: Classification

Land use classification of openpit mine based on multiscale
2022年2月14日 DOI: 101371/journalpone Corpus ID: ; Land use classification of openpit mine based on multiscale segmentation and random forest model @article{Yu2022LandUC, title={Land use classification of openpit mine based on multiscale segmentation and random forest model}, author={Xianyu Yu and Kaixiang Zhang and Yanghui Abstract: Over recent decades, finescale land use and land cover classification in openpit mine areas (LCCMA) has become very important for understanding the influence of mining activities on theA Review of FineScale Land Use and Land Cover Classification in Open 2024年5月24日 Gibson, W, De Bruyn, I A, and Walker, D J H Stability of rock slopes in open pit mining and civil engineering situations, Proceedings of The South African Institute of Mining and Metallurgy International”, Considerations in the optimisation of bench face angle and berm width geometries for open pit mines, Symposium on Stability of Rock Slopes, Symposium Pit Slope Configuration for Open Pit Mining – A Case Studymines Therefore, the study of slope stability has become an important research topic in openpit mining (Sun et al 1998; Cai and Chen 2024) The research on the stability of openpit slope is a longterm research field associated with the production of openpit mine(Shi et al 2006), and the accuracy of slope stabilityComprehensive evaluation of faultcontrolled openpit mine

(PDF) Slope stability assessment of an open pit mine
2017年10月23日 Rock mass classification systems are commonly used to evaluate the likelihood of instability in mining environments Most frequently used classification systems are the rock mass rating (RMR 2023年7月17日 Case Study: Largest OpenPit Mines The Bingham Canyon Mine in the United States is one of the largest openpit mines globally Similarly, Australia’s Super Pit holds significance as a notable openpit mining OpenPit Mining: A Comprehensive Guide2023年7月25日 The mining of open pit mines is widespread in China, However, he did not discuss the scale classification method adopted in more detail in the articlePrediction of stability coefficient of openpit mine slope based on 2024年8月8日 Openpit mine data acquisition The Baorixile openpit mine is in the Hailar District (119° 45′ 10E, 49° 23′ 35N), Inner Mongolia, in the northeastern part of ChinaStep feature line extraction from largescale point clouds of openpit

Digging deeper: Mining methods explained Anglo American
The ore body is too deep to mine profitably by open pit The grades or quality of the orebody are high enough to cover costs Underground mining has a lower ground footprint than open pit mining What is underground mining? The underground mining methods we use include room and pillar, narrow vein stoping and largescale mechanised mining2022年2月14日 Land use classification of openpit mine based on multiscale segmentation and random forest model PLoS One 2022 Feb 14;17(2): e this paper uses a multiscale segmentation algorithm to extract largescale main characteristic information using a layered mask method based on the hierarchical structure of the image objectLand use classification of openpit mine based on multiscale2022年1月1日 In the experiments, the publicly available openpit mine change detection (OMCD) dataset was used first to achieve a change detection of openpit mines over a large area, with an F1score of 892% Change Detection of Openpit Mine Based on Siamese Multiscale Classification of site types for vegetation restoration in largescale openpit coal mine reclamation dumps in the loess region—Taking Antaibao Openpit Coal Mine as an example Research on Soil and Water Conservation, 21(6): 54–60 (in Chinese) Google ScholarSite Type Classification and Ecological Restoration Technology
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OpenPit Mining Area Extraction Using Multispectral Remote
2024年7月22日 In the era of remote sensing big data, the intelligent interpretation of remote sensing images is a key technology for mining the value of remote sensing big data and promoting a number of major applications, mainly including land cover classification and extraction Among these, the rapid extraction of openpit mining areas plays a vital role in Large scale slope stability in open pit mining : a review @inproceedings{Sjberg1996LargeSS OPEN PIT MINES IN CANADA PRESENTLY EXTEND TO DEPTHS OF 800 FEET IN BEDROCK AND SEVERAL MINES ARE BEING PROPOSED WITH EXCAVATION DEPTHS OF 1500 TO 2500 FEET Classification ; Rupture Reference Record created on , modified on Large scale slope stability in open pit mining Semantic Scholar2023年11月23日 Artisanal and Smallscale Mining (ASM) is prevalent in many parts of Indonesia including areas that are rich in minerals and coals, contributing to the total mining production in Indonesia as the 6th rank of mines production in the world (Meutia et al, 2022; Reichl Schatz, 2022)Traditional methods such as open pit mining is popular as the most economical Improving OpenPit Mining Mapping Accuracy in the Tropics 2023年7月17日 Classification of site types for vegetation restoration in largescale openpit coal mine reclamation dumps in the loess regionTaking Antaibao Openpit Coal Mine as an example L Zhang M BaiSite Type Classification and Ecological Restoration Technology

Global mining footprint mapped from highresolution satellite
2023年4月22日 Yu, X, Zhang, K Zhang, Y Land use classification of openpit mine based on multiscale segmentation and random forest model PLOS ONE 17 , e (2022) Article CAS Google ScholarFigure 20 – Schematic of the water balance for a closed open pitFrom Linklater, C, et al, (2017), published by Sustainable Mineral Institute, University of Queensland Brisbane It often takes many decades or more for a pit lake to approach a dynamic equilibrium level if the controlling factor on the rate of rise of the lake level is the rate of groundwater inflow to the pit rather than 92 Open Pit Mines – Hydrogeology and Mineral Resource 2020年6月18日 Slope collapse is a critical hazard in openpit mines as it can be of any scale, small or large, and directly affect people, equipment, and production processes (Fig 1)Therefore, analysis and Prediction of slope failure in openpit mines using a novel hybrid 2024年6月18日 In China, largescale and highintensity openpit coal mining has resulted in increasingly serious slope stability issues For example, on February 22, 2023, the Inner Mongolia Alashan Xinjing Stability evaluation of openpit mine slope based on Bayesian

Fine mapping of Hubei open pit mines via a multibranch
2024年9月1日 Previous attempts to achieve a detailed classification of OP features through onsite geological surveys and visual interpretation using remote sensing were challenging (Su et al, 2017, Chen et al, 2023)This inefficiency has posed a significant obstacle to quickly interpreting largescale data2024年3月22日 Openpit mine change detection (CD) in highresolution (HR) remote sensing images plays a crucial role in mineral development and environmental protection Significant progress has been made in this field in recent years, largely due to the advancement of deep learning techniques However, existing deeplearningbased CD methods encounter An Integrated Neighborhood and Scale Information Network for OpenPit 2021年7月22日 The slope mass classification system with essential adjustment factors considering the discontinuities and excavation methods are a feasible method to estimate rock slope stability Fushun West Openpit Mine is a largescale openpit with over 100 years of mining history (Fig 1) Due to the excavation of the mine, Assessment of the rock slope stability of Fushun West Openpit Mine2024年8月24日 Rock and soil strength profoundly influences the stability of openpit mine slopes Traditional slope design, based on limited drilling data, often disregards inherent uncertainties Effectively Dynamic optimization design of openpit mine fullboundary

Optimising Productivity and Safety of the Open Pit
2021年8月2日 The open pit mining load and haul system has been a mainstay of the mining industry for many years While machines have increased in size and scale and automation has become an important development, there have 2021年3月16日 Finescale land use and land cover (LULC) data in a mining area are helpful for the smart supervision of mining activities However, the complex landscape of openpit mining areas severely restricts the A MultiLevel OutputBased DBN Model for Fine rion, the methods of slope stability analysis and the aspects of open pit mine planning that are relevant to this work Section 5 presents the case study and Section 6 presents and discusses the results of the application Finally, Section 7 contains the conclusions of this research Figure 1 Historical evolution of open pit mines’ depth [4]Open pit mine planning considering geomechanical 2019年4月9日 A common casualty of modern openpit mine optimization is the assurance that the resulting design is actually achievable Optimized mine plans that consider value and a bare minimum of precedence constraints do not, in general, translate into practical, operational mine designs that can be used in the field Ultimate pits may come to a sharp point at the bottom OpenPit Mine Optimization with Maximum Satisfiability
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(PDF) Open Pit Mining ResearchGate
2021年2月17日 Open pit mining method is one of the surface mining methods that has a traditional coneshaped excavation and is usually employed to exploit a nearsurface, nonselective and lowgrade zones deposits2024年3月15日 China’s Fushun openpit mine is the largest centuryold coal mine in Asia Largescale mining and the use of coal has caused dramatic changes in the regional urban landscape pattern, seriously affecting the ecological function and ecosystem stability of its surrounding landscape Evaluating the ecological risks of the landscape in the urban areas of Landscape Analysis and Ecological Risk Assessment during 年11月27日 Although the pixelbased openpit mine mapping (OMM) approaches have achieved satisfactory OMM results, they usually ignore geometric and contextual information in multisource image data, especially by using HSRSI []Recently, some researchers have applied objectoriented methods where the units are objects of image, which are composed of pixels ObjectOriented OpenPit Mine Mapping Using Gaofen2 2020年3月13日 The ecological integrity and biodiversity of steppes were destroyed under the longterm and highintensity development of openpit coal mines in China, causing desertification, steppe degradation, landscape function defect, and so on As a source of species maintenance and dispersal, an ecological source is a key area for preservation in order to restore the Recognition of Landscape Key Areas in a Coal Mine Area of a
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Evaluation of open pit mine slope stability analysis ResearchGate
2011年8月1日 The issues concerned with slope stability in the open cast mines have come to forefront in the mining operations due to increasing pit depth The cut slope stability has the most prominent PDF On Oct 1, 2021, Xian Zhang and others published Extraction of openpit mining area based on optimal scales selection and hierarchical classification: A case of Nonoc lateritic nickel Find (PDF) Extraction of openpit mining area based on optimal scales